merrymercy / awesome-tensor-compilersLinks
A list of awesome compiler projects and papers for tensor computation and deep learning.
☆2,656Updated 11 months ago
Alternatives and similar repositories for awesome-tensor-compilers
Users that are interested in awesome-tensor-compilers are comparing it to the libraries listed below
Sorting:
- compiler learning resources collect.☆2,533Updated 6 months ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,606Updated 3 weeks ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,645Updated last week
- ☆1,929Updated 2 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆634Updated this week
- Hands-On Practical MLIR Tutorial☆603Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆921Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆994Updated last year
- Dive into Deep Learning Compiler☆648Updated 3 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,359Updated this week
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆895Updated 9 months ago
- MLIR For Beginners tutorial☆1,085Updated 2 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆730Updated 2 years ago
- how to optimize some algorithm in cuda.☆2,528Updated last week
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆501Updated 8 months ago
- row-major matmul optimization☆672Updated last month
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,155Updated 2 years ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,564Updated this week
- ☆616Updated last year
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆3,309Updated 2 months ago
- A model compilation solution for various hardware☆450Updated last month
- ☆430Updated 11 months ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,445Updated this week
- Fast CUDA matrix multiplication from scratch☆865Updated last month
- Machine learning compiler based on MLIR for Sophgo TPU.☆793Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,148Updated last week
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆1,842Updated this week
- Material for gpu-mode lectures☆5,110Updated last week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆1,793Updated this week
- Backward compatible ML compute opset inspired by HLO/MHLO☆543Updated last week